Studying the Optimal Parameter Range of Values in PADGP by Means of Real-life Problems

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

  author =       "F. Fernandez and M. Tomassini",
  title =        "Studying the Optimal Parameter Range of Values in
                 PADGP by Means of Real-life Problems",
  booktitle =    "Proceedings of the 2001 Congress on Evolutionary
                 Computation CEC2001",
  year =         "2001",
  pages =        "436--441",
  address =      "COEX, World Trade Center, 159 Samseong-dong,
                 Gangnam-gu, Seoul, Korea",
  publisher_address = "445 Hoes Lane, P.O. Box 1331, Piscataway, NJ
                 08855-1331, USA",
  month =        "27-30 " # may,
  organisation = "IEEE Neural Network Council (NNC), Evolutionary
                 Programming Society (EPS), Institution of Electrical
                 Engineers (IEE)",
  publisher =    "IEEE Press",
  keywords =     "genetic algorithms, genetic programming, Parallel
                 Genetic Programming, FPGA, PADGP, Parallel and
                 Distributed Genetic Programming, optimal parameter
                 range, simulation, distributed algorithms, parallel
  ISBN =         "0-7803-6658-1",
  DOI =          "doi:10.1109/CEC.2001.934424",
  abstract =     "We present a study on a couple of real-life problems
                 using Parallel and Distributed Genetic Programming
                 (PADGP). The aim is to confirm the presence of an
                 optimal parameter range of values, which has been
                 observed on benchmark problems. This range of values
                 establishes a relationship between two important
                 parameters in PADGP: the number of individuals and the
                 total number of subpopulations we use when solving a
                 problem. The simulations presented confirm the
                 existence of the optimal parameter range of values
                 which allows us to extend conclusions about the
                 existence of this region for different classes of
                 problems, and thus to link different PADGP and also GP
  notes =        "CEC-2001 - A joint meeting of the IEEE, Evolutionary
                 Programming Society, Galesia, and the IEE.

                 IEEE Catalog Number = 01TH8546C,

                 Library of Congress Number =",

Genetic Programming entries for Francisco Fernandez de Vega Marco Tomassini